{"title":"Controller design with constraint on control input and output for T-S fuzzy systems with nonlinear local model","authors":"M. J. Koopaee, V. J. Majd","doi":"10.1109/IRANIANCEE.2015.7146335","DOIUrl":null,"url":null,"abstract":"In this paper, a recently proposed fuzzy controller with nonlinear local models is extended to consider the constraint control input and output. Unlike the well-known Takagi-Sugeno fuzzy systems this model consists of sector bounded nonlinear terms in consequent part of each rules which decrease the number of needed rules for representing the nonlinear system. As a direct result of this reduction, a fuzzy controller with less computational burden can be designed. The control input and the output constraint criteria for such a system are obtained in terms of LMIs and the effectiveness of the controller is investigated for an inverted pendulum.","PeriodicalId":187121,"journal":{"name":"2015 23rd Iranian Conference on Electrical Engineering","volume":"6 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2015-05-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"7","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2015 23rd Iranian Conference on Electrical Engineering","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/IRANIANCEE.2015.7146335","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 7
Abstract
In this paper, a recently proposed fuzzy controller with nonlinear local models is extended to consider the constraint control input and output. Unlike the well-known Takagi-Sugeno fuzzy systems this model consists of sector bounded nonlinear terms in consequent part of each rules which decrease the number of needed rules for representing the nonlinear system. As a direct result of this reduction, a fuzzy controller with less computational burden can be designed. The control input and the output constraint criteria for such a system are obtained in terms of LMIs and the effectiveness of the controller is investigated for an inverted pendulum.